Convolutional Neural Network for Classification for Indian Jewellery

Abstract

The classification of jewellery involves the identification of a jewellery among several jewellery images. The field has application is e-commerce. In the present paper, a deep convolutional neural network has been trained in a fully supervised manner on a dataset of Indian jewellery images. The network would able to classify a given query image of a jewellery to the multiple categories of the pre-trained categories of the network with the respective probabilities of each category. A classification accuracy of 88% has been achieved with the network.

Keywords: Convolutional Neural Network (CNN), Inception V3, Supervised Learning, Image Classification